Hate Speech Detection with Machine-Translated Data: The Role of Annotation Scheme, Class Imbalance and Undersampling

Camilla Casula, Sara Tonelli


Anthology ID:
2020.clicit-1.12
Volume:
Proceedings of the Seventh Italian Conference on Computational Linguistics (CLiC-it 2020)
Month:
March
Year:
2020
Address:
Bologna, Italy
Editors:
Johanna Monti, Felice Dell'Orletta, Fabio Tamburini
Venue:
CLiC-it
SIG:
Publisher:
CEUR Workshop Proceedings
Note:
Pages:
59–65
Language:
URL:
https://aclanthology.org/2020.clicit-1.12/
DOI:
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Cite (ACL):
Camilla Casula and Sara Tonelli. 2020. Hate Speech Detection with Machine-Translated Data: The Role of Annotation Scheme, Class Imbalance and Undersampling. In Proceedings of the Seventh Italian Conference on Computational Linguistics (CLiC-it 2020), pages 59–65, Bologna, Italy. CEUR Workshop Proceedings.
Cite (Informal):
Hate Speech Detection with Machine-Translated Data: The Role of Annotation Scheme, Class Imbalance and Undersampling (Casula & Tonelli, CLiC-it 2020)
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https://aclanthology.org/2020.clicit-1.12.pdf